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Information theory and earthquakes: Depth propagation seismicity in northern Chile

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  • Pasten, Denisse
  • Saravia, Gonzalo
  • Vogel, Eugenio E.
  • Posadas, Antonio

Abstract

Mutability is an information theory tool intended to characterize sequences of non-linear phenomena (e.g., earthquakes). In this study, we used mutability to identify and analyze the depth propagation of seismicity in northern Chile. During March/April 2014, several important earthquakes struck northern Chile, including one of magnitude 8.1, producing intense but short-lived aftershock regimes. To better understand this behavior, we used data from the Integrated Plate Boundary Observatory Chile (IPOC) catalog. In a first approach, we considered 101,601 earthquakes registered from January 1, 2007 to December 31, 2014 within a rectangle defined by the coordinates 68 W–72 W and 18S22S. Based on Gutenberg–Richter analysis, earthquakes with magnitudes of >2.3 (a subset of 79,321 seisms) were selected for further analysis and were grouped by depth into overlapping bins in order to identify the depth propagation of the aftershock regimes. The largest two March 2014 earthquakes produced responses from near the surface to ~18 km depth. The largest two early April earthquakes had deeper aftershock regimes. In addition, using static information theory, we performed a detailed layer-by-layer analysis that shows that the March 2014 activity had larger response towards the surface, while the April 2014 activity showed larger activity towards the inner layers. To reach more recent years data from Centro Sismológico Nacional (CSN) covering from 2012 to the end of 2021 as used. The results show a similarity between the mutability and dynamic average depths of seismicity from 2012 to 2021. The mutability of recent years is slightly less than the historic average, which can be interpreted to reflect relaxing mechanisms that are postponing the expected megathrust event in this zone.

Suggested Citation

  • Pasten, Denisse & Saravia, Gonzalo & Vogel, Eugenio E. & Posadas, Antonio, 2022. "Information theory and earthquakes: Depth propagation seismicity in northern Chile," Chaos, Solitons & Fractals, Elsevier, vol. 165(P2).
  • Handle: RePEc:eee:chsofr:v:165:y:2022:i:p2:s0960077922010530
    DOI: 10.1016/j.chaos.2022.112874
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    1. Telesca, Luciano & Lovallo, Michele & Romano, Gerardo & Konstantinou, Konstantinos I. & Hsu, Han-Lun & Chen, Chien-chih, 2014. "Using the informational Fisher–Shannon method to investigate the influence of long-term deformation processes on geoelectrical signals: An example from the Taiwan orogeny," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 414(C), pages 340-351.
    2. Vogel, E.E. & Saravia, G. & Astete, J. & Díaz, J. & Riadi, F., 2015. "Information theory as a tool to improve individual pensions: The Chilean case," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 424(C), pages 372-382.
    3. Eugenio Vogel & Gonzalo Saravia, 2014. "Information theory applied to econophysics: stock market behaviors," The European Physical Journal B: Condensed Matter and Complex Systems, Springer;EDP Sciences, vol. 87(8), pages 1-15, August.
    4. Gavin P. Hayes & Matthew W. Herman & William D. Barnhart & Kevin P. Furlong & Sebástian Riquelme & Harley M. Benz & Eric Bergman & Sergio Barrientos & Paul S. Earle & Sergey Samsonov, 2014. "Continuing megathrust earthquake potential in Chile after the 2014 Iquique earthquake," Nature, Nature, vol. 512(7514), pages 295-298, August.
    5. Telesca, Luciano & Lovallo, Michele & Chamoli, Ashutosh & Dimri, V.P. & Srivastava, K., 2013. "Fisher–Shannon analysis of seismograms of tsunamigenic and non-tsunamigenic earthquakes," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 392(16), pages 3424-3429.
    6. Vogel, E.E. & Saravia, G. & Kobe, S. & Schumann, R. & Schuster, R., 2018. "A novel method to optimize electricity generation from wind energy," Renewable Energy, Elsevier, vol. 126(C), pages 724-735.
    7. Vogel, E.E. & Saravia, G. & Cortez, L.V., 2012. "Data compressor designed to improve recognition of magnetic phases," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 391(4), pages 1591-1601.
    8. Sarlis, Nicholas V. & Skordas, Efthimios S. & Varotsos, Panayiotis A. & Ramírez-Rojas, Alejandro & Flores-Márquez, E. Leticia, 2018. "Natural time analysis: On the deadly Mexico M8.2 earthquake on 7 September 2017," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 506(C), pages 625-634.
    9. Vogel, E.E. & Saravia, G. & Bachmann, F. & Fierro, B. & Fischer, Janine, 2009. "Phase transitions in Edwards–Anderson model by means of information theory," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 388(19), pages 4075-4082.
    10. Telesca, Luciano & Lovallo, Michele & Mohamed, Abuo El-Ela Amin & ElGabry, Mohamed & El-hady, Sherif & Elenean, Kamal M. Abou & ElBary, Rafaat ElShafey Fat, 2012. "Informational analysis of seismic sequences by applying the Fisher Information Measure and the Shannon entropy: An application to the 2004–2010 seismicity of Aswan area (Egypt)," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 391(9), pages 2889-2897.
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